Energy Utilization focuses on helping energy suppliers to cover fast-changing market demands, analyze and optimize production costs as well as to increase the overall profitability in the long run.

Problem statements

  1. How the consumption is distributed between the different sectors?
  2. How to create enough assets not just to sustain but also grow a company’s operations?
  3. How to manage storage and transport of power ensuring high availability with affordable prices?

Key Machine Learning Models

  1. Consumption by Sector
  2. Operating Cash Flow Projections
  3. Energy Production Distribution
  4. Forecasting models

Key Business KPIs

  1. Consumption by Sectors
  2. Total Shareholder Return
  3. Availability Factor
  4. Performance Ratio

Data Sources

  1. SAP
  2. Electricity Monitoring Authorities
  3. Excel/ CSV Report